Zobrazeno 1 - 10
of 4 538
pro vyhledávání: '"A Pathirana"'
Multi-access Edge Computing (MEC) is an essential technology for the fifth generation (5G) of mobile networks. MEC enables low-latency services by bringing computing resources close to the end-users. The integration of 5G and MEC technologies provide
Externí odkaz:
http://arxiv.org/abs/2406.17554
Universal differential equations (UDEs) leverage the respective advantages of mechanistic models and artificial neural networks and combine them into one dynamic model. However, these hybrid models can suffer from unrealistic solutions, such as negat
Externí odkaz:
http://arxiv.org/abs/2406.14246
Estimating parameters of dynamic models from experimental data is a challenging, and often computationally-demanding task. It requires a large number of model simulations and objective function gradient computations, if gradient-based optimization is
Externí odkaz:
http://arxiv.org/abs/2405.16524
We develop a general framework to study quantum trajectories resulting from repeated random measurements subject to stationary noise, and generalize results of K\"ummerer and Maassen to this setting. The resulting trajectory of quantum states is a ti
Externí odkaz:
http://arxiv.org/abs/2404.03168
Publikováno v:
IET Intelligent Transport Systems, Vol 18, Iss 10, Pp 1797-1814 (2024)
Abstract Predicting traffic flow is vital for optimizing transportation efficiency, reducing fuel consumption, and minimizing commute times. While artificial intelligence tools have been effective in addressing this, there have been some difficulties
Externí odkaz:
https://doaj.org/article/e70fac30765549fdbf07e5f9b564456f
Autor:
Shaham, Sina, Hajisafi, Arash, Quan, Minh K, Nguyen, Dinh C, Krishnamachari, Bhaskar, Peris, Charith, Ghinita, Gabriel, Shahabi, Cyrus, Pathirana, Pubudu N.
Privacy and fairness are two crucial pillars of responsible Artificial Intelligence (AI) and trustworthy Machine Learning (ML). Each objective has been independently studied in the literature with the aim of reducing utility loss in achieving them. D
Externí odkaz:
http://arxiv.org/abs/2307.15838
Autor:
Islambekov, Umar, Pathirana, Hasani
Over the past decade, the techniques of topological data analysis (TDA) have grown into prominence to describe the shape of data. In recent years, there has been increasing interest in developing statistical methods and in particular hypothesis testi
Externí odkaz:
http://arxiv.org/abs/2306.06257
Autor:
Manoharan, Kesavan, Dissanayake, Pujitha, Pathirana, Chintha, Deegahawature, M.M.D.R., Silva, Renuka
Publikováno v:
Journal of Engineering, Design and Technology, 2022, Vol. 22, Issue 5, pp. 1655-1681.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/JEDT-07-2022-0343
Autor:
Manoharan, Kesavan, Dissanayake, Pujitha, Pathirana, Chintha, Deegahawature, Dharsana, Silva, Renuka
Publikováno v:
Smart and Sustainable Built Environment, 2023, Vol. 13, Issue 4, pp. 960-988.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/SASBE-11-2022-0242
Large time-varying graphs are increasingly common in financial, social and biological settings. Feature extraction that efficiently encodes the complex structure of sparse, multi-layered, dynamic graphs presents computational and methodological chall
Externí odkaz:
http://arxiv.org/abs/2305.06523